Triple

T19875376
Position Surface form Disambiguated ID Type / Status
Subject Operation Accountability E477622 entity
Predicate alsoKnownAs P39 FINISHED
Object Operation Din ve-Heshbon
Operation Din ve-Heshbon was a 1993 Israeli military campaign against Hezbollah in southern Lebanon, aimed at deterring attacks on northern Israel through extensive artillery and air strikes.
E1400494 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Operation Din ve-Heshbon | Statement: [Operation Accountability, alsoKnownAs, Operation Din ve-Heshbon]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Operation Din ve-Heshbon
Context triple: [Operation Accountability, alsoKnownAs, Operation Din ve-Heshbon]
  • A. Al-Anfal campaign
    The Al-Anfal campaign was a late-1980s genocidal military operation by Saddam Hussein’s regime that targeted and massacred Kurdish civilians in northern Iraq.
  • B. Manbij offensive
    The Manbij offensive was a 2016 military campaign led primarily by the Syrian Democratic Forces, with support from the U.S.-led coalition, to capture the strategic northern Syrian city of Manbij from ISIS control.
  • C. Operation Lafiya Dole
    Operation Lafiya Dole is a Nigerian military campaign launched to combat the Boko Haram insurgency and restore security in the country’s northeast region.
  • D. Senussi Campaign
    The Senussi Campaign was a World War I military conflict in North Africa in which British and allied forces fought the Senussi, a religious and political movement backed by the Ottoman Empire and Germany.
  • E. Tutrakan Offensive
    The Tutrakan Offensive was a major World War I battle in 1916 in which Bulgarian and German forces captured the Romanian fortress of Turtucaia on the Danube, resulting in a decisive Central Powers victory.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Operation Din ve-Heshbon
Triple: [Operation Accountability, alsoKnownAs, Operation Din ve-Heshbon]
Generated description
Operation Din ve-Heshbon was a 1993 Israeli military campaign against Hezbollah in southern Lebanon, aimed at deterring attacks on northern Israel through extensive artillery and air strikes.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Operation Din ve-Heshbon
Target entity description: Operation Din ve-Heshbon was a 1993 Israeli military campaign against Hezbollah in southern Lebanon, aimed at deterring attacks on northern Israel through extensive artillery and air strikes.
  • A. Al-Anfal campaign
    The Al-Anfal campaign was a late-1980s genocidal military operation by Saddam Hussein’s regime that targeted and massacred Kurdish civilians in northern Iraq.
  • B. Manbij offensive
    The Manbij offensive was a 2016 military campaign led primarily by the Syrian Democratic Forces, with support from the U.S.-led coalition, to capture the strategic northern Syrian city of Manbij from ISIS control.
  • C. Operation Lafiya Dole
    Operation Lafiya Dole is a Nigerian military campaign launched to combat the Boko Haram insurgency and restore security in the country’s northeast region.
  • D. Senussi Campaign
    The Senussi Campaign was a World War I military conflict in North Africa in which British and allied forces fought the Senussi, a religious and political movement backed by the Ottoman Empire and Germany.
  • E. Tutrakan Offensive
    The Tutrakan Offensive was a major World War I battle in 1916 in which Bulgarian and German forces captured the Romanian fortress of Turtucaia on the Danube, resulting in a decisive Central Powers victory.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d8e51e7d948190aedbcd6c30361c39 completed April 10, 2026, 11:55 a.m.
NER Named-entity recognition batch_69e658db058c8190b7bf0b003ead5bfc completed April 20, 2026, 4:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a07dbc653b481908e2884c1d2aa6ead completed May 16, 2026, 2:51 a.m.
NEDg Description generation batch_6a07dfbf3c5881909395e9cfa4986429 completed May 16, 2026, 3:08 a.m.
NED2 Entity disambiguation (via description) batch_6a07e08884788190b1c43d01e6022b4f completed May 16, 2026, 3:12 a.m.
Created at: April 10, 2026, 1:52 p.m.